Data analysis
1,585 rows, by stacks then stars
Interactive spectral visualization emperor
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/interactive-spectral-visualization-emperor Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mirror plot visualization for spectrum comparison
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/mirror-plot-visualization-for-spectrum-comparison Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Diversity visualization by treatment
HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/diversity-visualization-by-treatment Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Ion mobility heatmap visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/ion-mobility-heatmap-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mzml data parsing pymzml pyopenms
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/mzml-data-parsing-pymzml-pyopenms Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Multi backend visualization abstraction
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/multi-backend-visualization-abstraction Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Regression metric computation and comparison
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/regression-metric-computation-and-comparison Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/mass-accuracy-alignment Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Ion mobility mobilogram visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/ion-mobility-mobilogram-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Pandas dataframe column specification
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/pandas-dataframe-column-specification Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Jupyter notebook development python
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/jupyter-notebook-development-python Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Peakmap visualization generation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/peakmap-visualization-generation Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/mass-spectrum-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Matplotlib bokeh plotly backend switching
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/matplotlib-bokeh-plotly-backend-switching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Ion chromatogram mobilogram visualization and interpretation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/ion-chromatogram-mobilogram-visualization-and-interpretation Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Regression metric computation rmse mae r2
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/regression-metric-computation-rmse-mae-r2 Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Regression performance metric computation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/regression-performance-metric-computation Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Regression model evaluation metrics
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/regression-model-evaluation-metrics Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Polynomial regression quality assessment
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/polynomial-regression-quality-assessment Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry data visualization pandas
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/mass-spectrometry-data-visualization-pandas Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Jupyter notebook workflow execution
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/jupyter-notebook-workflow-execution Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Chromatogram extraction and visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chromatogram-extraction-and-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Chromatographic peak annotation visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chromatographic-peak-annotation-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Chromatographic data visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chromatographic-data-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Classification metric visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/classification-metric-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Correlation matrix heatmap visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/correlation-matrix-heatmap-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Data visualization from tabulated results
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/data-visualization-from-tabulated-results Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Embedding space visualization and interpretation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/embedding-space-visualization-and-interpretation Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Extracted ion chromatogram eic visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/extracted-ion-chromatogram-eic-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Gaussian process regression model fitting
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/gaussian-process-regression-model-fitting Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/heatmap-visualization-design Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Input output kernel regression for metabolite matching
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/input-output-kernel-regression-for-metabolite-matching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Interactive visualization inspection
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/interactive-visualization-inspection Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Interactive network visualization rendering
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/interactive-network-visualization-rendering Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Iokr kernel regression scoring
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/iokr-kernel-regression-scoring Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Ion chromatogram mobilogram visualization and interpretation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ion-chromatogram-mobilogram-visualization-and-interpretation Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Ion mobility heatmap visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ion-mobility-heatmap-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Jupyter notebook workflow automation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/jupyter-notebook-workflow-automation Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Kernel regression learning from spectral fingerprint pairs
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/kernel-regression-learning-from-spectral-fingerprint-pairs Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Linear regression fitting for chromatography
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/linear-regression-fitting-for-chromatography Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry data visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-data-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrum visualization matplotlib
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrum-visualization-matplotlib Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/masst-output-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-accuracy-alignment Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry data visualization with pandas
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-data-visualization-with-pandas Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry peak alignment visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-peak-alignment-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrum-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Metabolite feature treemap visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-feature-treemap-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Metabolomic heatmap visualization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolomic-heatmap-visualization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Model validation regression metrics
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/model-validation-regression-metrics Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Multiple linear regression model application
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/multiple-linear-regression-model-application Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Multivariate statistical analysis metabolomics
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/multivariate-statistical-analysis-metabolomics Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Outlier detection and downweighting in regression
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/outlier-detection-and-downweighting-in-regression Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Polynomial regression quality assessment
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/polynomial-regression-quality-assessment Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Qc metric visualization across samples
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/qc-metric-visualization-across-samples Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Random forest regression tuning
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/random-forest-regression-tuning Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Retention time calibration lowess regression
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-calibration-lowess-regression Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Retention time regression output specification
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-regression-output-specification Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Retention time calibration via lowess regression
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-calibration-via-lowess-regression Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Retention time indexed spectral aggregation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-indexed-spectral-aggregation Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder